Inclusion Criteria:

- Patient must have histologically or pathologically confirmed locally unresectable or
metastatic low or intermediate grade pancreatic neuroendocrine tumor, excluding small
cell carcinoma

- Patient must have measurable disease by Response Evaluation Criteria in Solid Tumors
(RECIST) 1.1 criteria; baseline measurements and evaluations of all sites of disease
must be obtained =< 4 weeks prior to randomization and must be acquired by
multiphasic CT or contrast magnetic resonance imaging (MRI)

- Randomization must occur =< 12 months of last documented disease progression

- Patient must not have received prior temozolomide, dacarbazine (DTIC), or
capecitabine, or 5-FU (fluorouracil) therapy

- Prior everolimus or sunitinib therapy is allowed, so long as it was discontinued >= 4
weeks prior to randomization

- Concurrent somatostatin analogues are allowed provided that patients

- Have been on stable doses for 8 weeks and

- Have documented disease progression on that dose

- Patients may not be receiving any other investigational agents while on study
treatment

- Patients may not be receiving Coumadin while on treatment; other anticoagulants are
allowed

- Leukocytes >= 3,000/mm^3

- Absolute neutrophil count >= 1,500/mm^3

- Hemoglobin >= 9 g/dL

- Platelets >= 100,000/mm^3

- Total bilirubin =< institutional upper limit of normal (ULN) or =< 1.5 X
institutional ULN (if the patient has liver metastases)

- Aspartate aminotransferase (AST)(serum glutamic oxaloacetic transaminase
[SGOT])/alanine aminotransferase (ALT)(serum glutamic pyruvate transaminase [SGPT])
=< 3 X institutional ULN or (=< 5 X institutional ULN if the patient has liver
metastases)

- Patient must have Eastern Cooperative Oncology Group (ECOG) performance status 0-1

- Patient must have life expectancy >= 12 weeks

- Patients with either clinically apparent central nervous system metastases or
carcinomatous meningitis are ineligible

- Patients must NOT have active or uncontrolled infection or serious medical or
psychiatric illness

- Patients must NOT have history of allergic reactions attributed to compounds of
similar chemical or biologic composition to temozolomide or capecitabine

- Patient must NOT have absorption issues that would limit the ability to absorb study
agents

- Patients with a history of the following within =< 12 months of study entry are not
eligible:

- Arterial thromboembolic events

- Unstable angina

- Myocardial Infarction

- Patients with symptomatic peripheral vascular disease are not eligible

- Patients must NOT have previous or concurrent malignancy; exceptions are made for
patients who meet any of the following conditions:

- Non-melanoma skin cancer, in situ cervical cancer, or breast cancer in situ OR

- Prior malignancy completely excised or removed and patient has been continuously
disease free for > 5 years

- Women must not be pregnant or breast-feeding due to potential harm to fetus from
temozolomide and/or capecitabine; all females of childbearing potential must have a
blood test or urine study within =< 2 weeks prior to randomization to rule out
pregnancy; a female of childbearing potential is any woman, regardless of sexual
orientation or whether they have undergone tubal ligation, who meets the following
criteria:

- Has not undergone a hysterectomy or bilateral oophorectomy; or

- Has not been naturally postmenopausal for at least 24 consecutive months (i.e.,
has had menses at any time in the preceding 24 consecutive months)

- Women of childbearing potential and sexually active males must be strongly advised to
use an accepted and effective method of contraception or to abstain from sexual
intercourse for the duration of their participation in the study; should a woman
become pregnant while participating in this study, she should inform her treating
physician immediately; if a man impregnates a woman while participating in this
study, he should inform his treating physician immediately

- Patient must be able to swallow pills

- Patient must be able to tolerate CT or MR imaging including contrast agents as
required for their treatment and the protocol